id: 1
unit: def split_train_test()
file: fclib/fclib/dataset/ojdata.py
start line: 0
end line: 0
size: 32 LOC
McCabe index: 7
number of parameters: 7

id: 2
unit: def normalized_columns()
file: fclib/fclib/feature_engineering/feature_utils.py
start line: 0
end line: 0
size: 23 LOC
McCabe index: 9
number of parameters: 4

id: 3
unit: def download_ojdata()
file: fclib/fclib/dataset/ojdata.py
start line: 0
end line: 0
size: 22 LOC
McCabe index: 7
number of parameters: 1

id: 4
unit: def _check_frequency()
file: fclib/fclib/dataset/ojdata.py
start line: 0
end line: 0
size: 18 LOC
McCabe index: 6
number of parameters: 5

id: 5
unit: def add_datetime()
file: fclib/fclib/feature_engineering/feature_utils.py
start line: 0
end line: 0
size: 18 LOC
McCabe index: 7
number of parameters: 3

id: 6
unit: make_cluster <- function()
file: R_utils/cluster.R
start line: 11
end line: 27
size: 17 LOC
McCabe index: 4
number of parameters: 2

id: 7
unit: get_forecasts <- function()
file: R_utils/model_eval.R
start line: 11
end line: 27
size: 17 LOC
McCabe index: 1
number of parameters: 3

id: 8
unit: def plot_predictions_with_history()
file: fclib/fclib/common/plot.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 1
number of parameters: 0

id: 9
unit: def maybe_download()
file: fclib/fclib/dataset/ojdata.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 4
number of parameters: 3

id: 10
unit: def _gen_split_indices()
file: fclib/fclib/dataset/ojdata.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 1
number of parameters: 5

id: 11
unit: def day_type()
file: fclib/fclib/feature_engineering/feature_utils.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 5
number of parameters: 3

id: 12
unit: eval_forecasts <- function()
file: R_utils/model_eval.R
start line: 36
end line: 50
size: 15 LOC
McCabe index: 2
number of parameters: 2

id: 13
unit: def module_path()
file: fclib/fclib/common/utils.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 6
number of parameters: 2

id: 14
unit: def gen_sequence_array()
file: fclib/fclib/feature_engineering/feature_utils.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 2
number of parameters: 7

id: 15
unit: def week_of_month()
file: fclib/fclib/feature_engineering/feature_utils.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 2
number of parameters: 1

id: 16
unit: def specify_data_schema()
file: fclib/fclib/dataset/ojdata.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 1
number of parameters: 0

id: 17
unit: def _check_col_names()
file: fclib/fclib/dataset/ojdata.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 5
number of parameters: 3

id: 18
unit: def get_datetime_col()
file: fclib/fclib/feature_engineering/feature_utils.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 4
number of parameters: 2

id: 19
unit: def fit()
file: fclib/fclib/models/multiple_linear_regression.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 3
number of parameters: 4

id: 20
unit: def create_dcnn_model()
file: fclib/fclib/models/dilated_cnn.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 0

id: 21
unit: def get_output_files()
file: fclib/fclib/azureml/azureml_utils.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 3

id: 22
unit: def system_type()
file: fclib/fclib/common/utils.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 5
number of parameters: 0

id: 23
unit: def align_outputs()
file: fclib/fclib/common/utils.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 24
unit: def time_of_year()
file: fclib/fclib/feature_engineering/feature_utils.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 1

id: 25
unit: def normalized_current_date()
file: fclib/fclib/feature_engineering/feature_utils.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 3

id: 26
unit: def normalized_current_datehour()
file: fclib/fclib/feature_engineering/feature_utils.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 3

id: 27
unit: def annual_fourier()
file: fclib/fclib/feature_engineering/feature_utils.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 2

id: 28
unit: def weekly_fourier()
file: fclib/fclib/feature_engineering/feature_utils.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 2

id: 29
unit: def daily_fourier()
file: fclib/fclib/feature_engineering/feature_utils.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 2

id: 30
unit: def lagged_features()
file: fclib/fclib/feature_engineering/feature_utils.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 2

id: 31
unit: def gen_sequence()
file: fclib/fclib/feature_engineering/feature_utils.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 5

id: 32
unit: def get_auth()
file: fclib/fclib/azureml/azureml_utils.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 2
number of parameters: 0

id: 33
unit: def specify_retail_data_schema()
file: fclib/fclib/dataset/ojdata.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 34
unit: def normalized_current_year()
file: fclib/fclib/feature_engineering/feature_utils.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 3
number of parameters: 3

id: 35
unit: def predict()
file: fclib/fclib/models/lightgbm.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 3
number of parameters: 5

id: 36
unit: def complete_and_fill_df()
file: fclib/fclib/dataset/ojdata.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 4

id: 37
unit: def _check_static_feat()
file: fclib/fclib/dataset/ojdata.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 6
number of parameters: 3

id: 38
unit: def moving_averages()
file: fclib/fclib/feature_engineering/feature_utils.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 3

id: 39
unit: def static_feature_array()
file: fclib/fclib/feature_engineering/feature_utils.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 5

id: 40
unit: load_objects <- function()
file: R_utils/save_objects.R
start line: 10
end line: 14
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 41
unit: save_objects <- function()
file: R_utils/save_objects.R
start line: 21
end line: 25
size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 42
unit: def _check_time_format()
file: fclib/fclib/dataset/ojdata.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 3

id: 43
unit: def fourier_approximation()
file: fclib/fclib/feature_engineering/feature_utils.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 44
unit: def df_from_cartesian_product()
file: fclib/fclib/feature_engineering/feature_utils.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 45
unit: def combine_features()
file: fclib/fclib/feature_engineering/feature_utils.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 5

id: 46
unit: def normalize_columns()
file: fclib/fclib/feature_engineering/feature_utils.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 47
unit: destroy_cluster <- function()
file: R_utils/cluster.R
start line: 33
end line: 36
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 48
unit: def MAPE()
file: fclib/fclib/evaluation/evaluation_utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 49
unit: def sMAPE()
file: fclib/fclib/evaluation/evaluation_utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 50
unit: def get_month_day_range()
file: fclib/fclib/feature_engineering/feature_utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 51
unit: def git_repo_path()
file: fclib/fclib/common/utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 52
unit: def pinball_loss()
file: fclib/fclib/evaluation/evaluation_utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 53
unit: def get_or_create_workspace()
file: fclib/fclib/azureml/azureml_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 54
unit: def get_or_create_amlcompute()
file: fclib/fclib/azureml/azureml_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 55
unit: def module_exists()
file: fclib/fclib/common/utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 56
unit: def is_datetime_like()
file: fclib/fclib/feature_engineering/feature_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 57
unit: def hour_of_day()
file: fclib/fclib/feature_engineering/feature_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 58
unit: def week_of_year()
file: fclib/fclib/feature_engineering/feature_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 59
unit: def month_of_year()
file: fclib/fclib/feature_engineering/feature_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 60
unit: def day_of_week()
file: fclib/fclib/feature_engineering/feature_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 61
unit: def day_of_month()
file: fclib/fclib/feature_engineering/feature_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 62
unit: def day_of_year()
file: fclib/fclib/feature_engineering/feature_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 63
unit: def predict()
file: fclib/fclib/models/multiple_linear_regression.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0